{"id":"W1832756002","doi":"10.1136/bmj.h3392","title":"Most women with early stage breast cancer are tested for metastases despite advice against it, study finds","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Asymptomatic; Clinical Oncology; Oncology; Cancer; Internal medicine; Metastatic breast cancer; Gynecology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524098,0.000150276,0.0002914412,0.0007202352,0.0008960722,0.000789598,0.0005934043,0.0006852421,0.008531462],"category_scores_gemma":[0.01324379,0.0002681012,0.0003022622,0.001909668,0.0006165763,0.0006874979,0.000481493,0.0005639959,0.001414076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135791,"about_ca_system_score_gemma":0.003428442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.210621,"about_ca_topic_score_gemma":0.3221288,"domain_scores_codex":[0.9983498,0.000244638,0.0001179999,0.0001261054,0.0009133111,0.0002482815],"domain_scores_gemma":[0.9941592,0.001798684,0.002453314,0.0003315618,0.0007730098,0.0004841546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198406,0.00009701677,0.8785599,0.0004821781,0.0000776911,0.0003883955,0.001641312,0.00002463238,0.0005822363,0.0004465398,0.03882021,0.07876009],"study_design_scores_gemma":[0.00003334944,0.0000783308,0.9672546,0.0003946206,0.00006243325,0.0004376913,0.001905166,0.00002786022,0.0001860575,0.0002451149,0.02936409,0.00001063381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743542,0.02760047,0.0007519887,0.07219195,0.0005787383,0.0003268507,0.01839097,0.0001040416,0.1057009],"genre_scores_gemma":[0.9395052,0.01633346,0.0009201405,0.02442965,0.0004276383,0.00020676,0.003385894,0.00003097639,0.01476028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210621,"threshold_uncertainty_score":0.4187902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416964172645143,"score_gpt":0.3721342000565313,"score_spread":0.330437782792017,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}